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3 Commits

Author SHA1 Message Date
071656c2d2
Bump version to 4.0.1 2022-12-24 12:49:12 -08:00
aad590636a
Fix type annotations 2022-12-24 12:48:43 -08:00
099e810a18
Fix check 2022-12-24 12:44:09 -08:00
3 changed files with 19 additions and 9 deletions

View File

@ -70,7 +70,9 @@ class Model:
def get(self, token: str) -> Dict[str, float]: def get(self, token: str) -> Dict[str, float]:
try: try:
weights = self.weights[ weights = self.weights[
gptc.tokenizer.hash_single(gptc.tokenizer.normalize(token)) gptc.tokenizer.hash_single(
gptc.tokenizer.normalize(token), self.hash_algorithm
)
] ]
except KeyError: except KeyError:
return {} return {}
@ -79,7 +81,7 @@ class Model:
for index, category in enumerate(self.names) for index, category in enumerate(self.names)
} }
def serialize(self, file: BinaryIO): def serialize(self, file: BinaryIO) -> None:
file.write(b"GPTC model v5\n") file.write(b"GPTC model v5\n")
file.write( file.write(
json.dumps( json.dumps(
@ -132,7 +134,7 @@ def deserialize(encoded_model: BinaryIO) -> Model:
weight_code_length = 6 + 2 * len(names) weight_code_length = 6 + 2 * len(names)
weights: Dict[int : List[int]] = {} weights: Dict[int, List[int]] = {}
while True: while True:
code = encoded_model.read(weight_code_length) code = encoded_model.read(weight_code_length)

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@ -1,6 +1,6 @@
# SPDX-License-Identifier: GPL-3.0-or-later # SPDX-License-Identifier: GPL-3.0-or-later
from typing import List, Union, Callable from typing import List, Union, Callable, Any, cast
import hashlib import hashlib
import emoji import emoji
import unicodedata import unicodedata
@ -45,13 +45,13 @@ def tokenize(text: str, max_ngram_length: int = 1) -> List[str]:
return ngrams return ngrams
def hash_single(token: str, hash_function: Callable) -> int: def _hash_single(token: str, hash_function: type) -> int:
return int.from_bytes( return int.from_bytes(
hash_function(token.encode("utf-8")).digest()[:6], "big" hash_function(token.encode("utf-8")).digest()[:6], "big"
) )
def hash(tokens: List[str], hash_algorithm: str) -> List[int]: def _get_hash_function(hash_algorithm: str) -> type:
if hash_algorithm in { if hash_algorithm in {
"sha224", "sha224",
"md5", "md5",
@ -68,11 +68,19 @@ def hash(tokens: List[str], hash_algorithm: str) -> List[int]:
"shake_128", "shake_128",
"sha3_384", "sha3_384",
}: }:
hash_function = getattr(hashlib, hash_algorithm) return cast(type, getattr(hashlib, hash_algorithm))
return [hash_single(token, hash_function) for token in tokens]
else: else:
raise ValueError("not a valid hash function: " + hash_algorithm) raise ValueError("not a valid hash function: " + hash_algorithm)
def hash_single(token: str, hash_algorithm: str) -> int:
return _hash_single(token, _get_hash_function(hash_algorithm))
def hash(tokens: List[str], hash_algorithm: str) -> List[int]:
hash_function = _get_hash_function(hash_algorithm)
return [_hash_single(token, hash_function) for token in tokens]
def normalize(text: str) -> str: def normalize(text: str) -> str:
return " ".join(tokenize(text, 1)) return " ".join(tokenize(text, 1))

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@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
[project] [project]
name = "gptc" name = "gptc"
version = "4.0.0" version = "4.0.1"
description = "General-purpose text classifier" description = "General-purpose text classifier"
readme = "README.md" readme = "README.md"
authors = [{ name = "Samuel Sloniker", email = "sam@kj7rrv.com"}] authors = [{ name = "Samuel Sloniker", email = "sam@kj7rrv.com"}]